Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | accuracy | boyce_cont | roc_auc | tss_max |
|---|---|---|---|---|
| rf | 0.9653784 | 0.9656525 | 0.9991613 | 0.9867837 |
| bt | 0.9428341 | 0.9372217 | 0.9927274 | 0.9389653 |
| maxnet | 0.6908213 | 0.9895165 | 0.8045618 | 0.4661368 |
| gam | NA | 0.9006817 | NA | NA |
| glm | NA | 0.8509973 | NA | NA |
Variable Importance